Gray matter myelination of 1555 human brains using partial volume corrected MRI images.

Neuroimage
Authors
Keywords
Abstract

The myelin content of the cortex changes over the human lifetime and aberrant cortical myelination is associated with diseases such as schizophrenia and multiple sclerosis. Recently magnetic resonance imaging (MRI) techniques have shown potential in differentiating between myeloarchitectonically distinct cortical regions in vivo. Here we introduce a new algorithm for correcting partial volume effects present in mm-scale MRI images which was used to investigate the myelination pattern of the cerebral cortex in 1555 clinically normal subjects using the ratio of T1-weighted (T1w) and T2-weighted (T2w) MRI images. A significant linear cross-sectional age increase in T1w/T2w estimated myelin was detected across an 18 to 35 year age span (highest value of ~ 1%/year compared to mean T1w/T2w myelin value at 18 years). The cortex was divided at mid-thickness and the value of T1w/T2w myelin calculated for the inner and outer layers separately. The increase in T1w/T2w estimated myelin occurs predominantly in the inner layer for most cortical regions. The ratio of the inner and outer layer T1w/T2w myelin was further validated using high-resolution in vivo MRI scans and also a high-resolution MRI scan of a postmortem brain. Additionally, the relationships between cortical thickness, curvature and T1w/T2w estimated myelin were found to be significant, although the relationships varied across the cortex. We discuss these observations as well as limitations of using the T1w/T2w ratio as an estimate of cortical myelin.

Year of Publication
2015
Journal
Neuroimage
Volume
105
Pages
473-85
Date Published
2015 Jan 15
ISSN
1095-9572
URL
DOI
10.1016/j.neuroimage.2014.10.054
PubMed ID
25449739
PubMed Central ID
PMC4262571
Links
Grant list
U24 RR021382 / RR / NCRR NIH HHS / United States
R01 AG016495-11 / AG / NIA NIH HHS / United States
U01 MH093765 / MH / NIMH NIH HHS / United States
R01 NS070963 / NS / NINDS NIH HHS / United States
R01EB006758 / EB / NIBIB NIH HHS / United States
R01 AG016495 / AG / NIA NIH HHS / United States
R01 NS052585-01 / NS / NINDS NIH HHS / United States
S10 RR019307 / RR / NCRR NIH HHS / United States
P41 RR014075 / RR / NCRR NIH HHS / United States
R01 NS052585 / NS / NINDS NIH HHS / United States
AG022381 / AG / NIA NIH HHS / United States
R01 AG008122 / AG / NIA NIH HHS / United States
P50 AG005134 / AG / NIA NIH HHS / United States
1S10RR019307 / RR / NCRR NIH HHS / United States
1S10RR023043 / RR / NCRR NIH HHS / United States
5R01AG008122-22 / AG / NIA NIH HHS / United States
1R21NS072652-01 / NS / NINDS NIH HHS / United States
RC1 AT005728 / AT / NCCIH NIH HHS / United States
1R01NS070963 / NS / NINDS NIH HHS / United States
1S10RR023401 / RR / NCRR NIH HHS / United States
Howard Hughes Medical Institute / United States
R01 RR016594 / RR / NCRR NIH HHS / United States
5U01-MH093765 / MH / NIMH NIH HHS / United States
5P41EB015896-15 / EB / NIBIB NIH HHS / United States
R21 NS072652 / NS / NINDS NIH HHS / United States
S10 RR023043 / RR / NCRR NIH HHS / United States
RC1 AT005728-01 / AT / NCCIH NIH HHS / United States
P41 RR006009 / RR / NCRR NIH HHS / United States
R01 EB006758 / EB / NIBIB NIH HHS / United States
P41 EB015896 / EB / NIBIB NIH HHS / United States
R01 NS083534 / NS / NINDS NIH HHS / United States
S10 RR023401 / RR / NCRR NIH HHS / United States
R01 AG022381 / AG / NIA NIH HHS / United States